Verfügbarkeit: Data analytics | Technische Universität München

Data analytics: concepts, techniques, and applications

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Bibliographische Detailangaben
Weitere beteiligte Personen:	Ahmed, Mohiuddin (HerausgeberIn), Pathan, Al-Sakib Khan (HerausgeberIn)
Format:	Buch
Sprache:	Englisch
Veröffentlicht:	Boca Raton ; London ; New York CRC Press 2020
Ausgabe:	First issued in paperback
Schlagwörter:	Datenanalyse Data Mining Informatik Aufsatzsammlung
Links:	http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=032220447&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA
Umfang:	xxiii, 425 Seiten Illustrationen, Diagramme
ISBN:	9780367570989 9781138500815

Internformat

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Datensatz im Suchindex

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adam_text	Contents Acknowledgments................................................................................................... ix Preface..................................................................................................................... xi List of Contributors...............................................................................................xv SECTION I 1 DATA ANALYTICS CONCEPTS An Introduction to Machine Learning....................................................... 3 MARKA. NORRIE 2 Regression for Data Analytics................................................................... 33 M. SAIFUL BARI 3 Big Data-Appropriate Clustering via Stochastic Approximation and Gaussian Mixture Models.................................................................. 55 HIEN D. NGUYEN AND ANDREW THOMAS JONES 4 Information Retrieval Methods for Big Data Analytics on Text.......... 73 ABHAY KUMAR BHADANI AND ANKUR NARANG 5 Big Graph Analytics....................................................................................97 AHSANUR RAHMAN AND TAMANNA MOTAHAR SECTION II 6 DATA ANALYTICS TECHNIQUES Transition from Relational Database to Big Data and Analytics.......131 SANTOSHI KUMARI AND C. NARENDRA BABU 7 Big Graph Analytics: Techniques, Tools, Challenges, and Applications........................................................................................171 DHANANJAY KUMAR SINGH, PIJUSH KANTI DUTTA PRAMANIK, AND PRASENJIT CHOUDHURY 8 Application of Game Theory for Big Data Analytics...........................199 MOHAMMAD MUHTADY MUHAISIN AND TASEEF RAHMAN VII viii 9 ■ Contents Project Management for Effective Data Analytics.................................. 219 MUNIR AHMAD SAEED AND MOHIUDDIN AHMED 10 Blockchain in the Era of Industry 4.0........................................................235 MD. MEHEDI HASSAN ONIK AND MOHIUDDIN AHMED 11 Dark Data for Analytics..................................................................................275 ABID HASAN SECTION III 12 DATA ANALYTICS APPLICATIONS Big Data: Prospects and Applications in the Technical and Vocational Education and Training Sector................................................297 MUTWALIBI NAMBOBI, MD. SHAHADAT HOSSAIN KHAN, AND ADAM A. ALLI 13 Sports Analytics: Visualizing Basketball Records in Graphical Form................................................................................................. 317 MUYE JIANG, GERRY CHAN, AND ROBERT BIDDLE 14 Analysis of Traffic Offenses in Transportation: Application of Big Data Analysis......................................................................................... 343 CHARITHA SUBHASHIJAYASEKARA, MALKA N. HALGAMUGE, ASMA NOOR, AND ÄTHER SAEED 15 Intrusion Detection for Big Data........................ 375 BIOZID BOSTAMI AND MOHIUDDIN AHMED 16 Health Care Security Analytics.................................................................... 403 MOHIUDDIN AHMED AND ABU SALEH SHAH MOHAMMAD BARKAT ULLAH Index.................................................................................................................................
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spellingShingle	Data analytics concepts, techniques, and applications Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd
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title	Data analytics concepts, techniques, and applications
title_auth	Data analytics concepts, techniques, and applications
title_exact_search	Data analytics concepts, techniques, and applications
title_full	Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan
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title_full_unstemmed	Data analytics concepts, techniques, and applications edited by Mohiuddin Ahmed and Al-Sakib Khan Pathan
title_short	Data analytics
title_sort	data analytics concepts techniques and applications
title_sub	concepts, techniques, and applications
topic	Datenanalyse (DE-588)4123037-1 gnd Data Mining (DE-588)4428654-5 gnd Informatik (DE-588)4026894-9 gnd
topic_facet	Datenanalyse Data Mining Informatik Aufsatzsammlung
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